Acquiring innovation knowledge

Peter Busch; Deborah Richards

Acquiring innovation knowledge

Peter Busch^*, Deborah Richards

^*Corresponding author for this work

School of Computing

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

1 Citation (Scopus)

Abstract

There are few possibilities for acquiring knowledge related to innovation. Firstly, acquiring knowledge using machine learning typically requires structured and classified data and/or cases, and lots of them. Secondly, manual acquisition of knowledge requires human expertise. Both approaches seem impractical when it comes to innovation knowledge. While innovation is recognized as a vital part of sustainability within organizations, there is little assistance with how we can acquire, reuse or share the innovation knowledge that may exist. We suggest a technique and present preliminary results of an evaluation study using this approach.

Original language	English
Title of host publication	Advances in Knowledge Acquisition and Management
Subtitle of host publication	Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Revised Selected Papers
Editors	Achim Hoffmann, Byeong-ho Kang, Debbie Richards, S Tsumoto
Place of Publication	Berlin, Germany
Publisher	Springer, Springer Nature
Pages	252-257
Number of pages	6
Volume	4303 LNAI
ISBN (Print)	9783540689553
Publication status	Published - 2006
Event	Pacific Rim Knowledge Acquisition Workshop - Guilin Duration: 7 Aug 2006 → 8 Aug 2006

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4303 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	Pacific Rim Knowledge Acquisition Workshop
City	Guilin
Period	7/08/06 → 8/08/06

Keywords

innovation knowledge
knowledge acquisition

Cite this

Busch, P., & Richards, D. (2006). Acquiring innovation knowledge. In A. Hoffmann, B. Kang, D. Richards, & S. Tsumoto (Eds.), Advances in Knowledge Acquisition and Management : Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Revised Selected Papers (Vol. 4303 LNAI, pp. 252-257). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4303 LNAI). Springer, Springer Nature.

Busch, Peter ; Richards, Deborah. / Acquiring innovation knowledge. Advances in Knowledge Acquisition and Management : Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Revised Selected Papers. editor / Achim Hoffmann ; Byeong-ho Kang ; Debbie Richards ; S Tsumoto. Vol. 4303 LNAI Berlin, Germany : Springer, Springer Nature, 2006. pp. 252-257 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{fd008357fd2f4b93bc631f2f5570dc66,

title = "Acquiring innovation knowledge",

abstract = "There are few possibilities for acquiring knowledge related to innovation. Firstly, acquiring knowledge using machine learning typically requires structured and classified data and/or cases, and lots of them. Secondly, manual acquisition of knowledge requires human expertise. Both approaches seem impractical when it comes to innovation knowledge. While innovation is recognized as a vital part of sustainability within organizations, there is little assistance with how we can acquire, reuse or share the innovation knowledge that may exist. We suggest a technique and present preliminary results of an evaluation study using this approach.",

keywords = "innovation knowledge, knowledge acquisition",

author = "Peter Busch and Deborah Richards",

year = "2006",

language = "English",

isbn = "9783540689553",

volume = "4303 LNAI",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer, Springer Nature",

pages = "252--257",

editor = "Achim Hoffmann and Byeong-ho Kang and Debbie Richards and S Tsumoto",

booktitle = "Advances in Knowledge Acquisition and Management",

address = "United States",

note = "Pacific Rim Knowledge Acquisition Workshop ; Conference date: 07-08-2006 Through 08-08-2006",

}

Busch, P & Richards, D 2006, Acquiring innovation knowledge. in A Hoffmann, B Kang, D Richards & S Tsumoto (eds), Advances in Knowledge Acquisition and Management : Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Revised Selected Papers. vol. 4303 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4303 LNAI, Springer, Springer Nature, Berlin, Germany, pp. 252-257, Pacific Rim Knowledge Acquisition Workshop, Guilin, 7/08/06.

Acquiring innovation knowledge. / Busch, Peter ; Richards, Deborah.
Advances in Knowledge Acquisition and Management : Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Revised Selected Papers. ed. / Achim Hoffmann; Byeong-ho Kang; Debbie Richards; S Tsumoto. Vol. 4303 LNAI Berlin, Germany: Springer, Springer Nature, 2006. p. 252-257 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4303 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - Acquiring innovation knowledge

AU - Busch, Peter

AU - Richards, Deborah

PY - 2006

Y1 - 2006

N2 - There are few possibilities for acquiring knowledge related to innovation. Firstly, acquiring knowledge using machine learning typically requires structured and classified data and/or cases, and lots of them. Secondly, manual acquisition of knowledge requires human expertise. Both approaches seem impractical when it comes to innovation knowledge. While innovation is recognized as a vital part of sustainability within organizations, there is little assistance with how we can acquire, reuse or share the innovation knowledge that may exist. We suggest a technique and present preliminary results of an evaluation study using this approach.

AB - There are few possibilities for acquiring knowledge related to innovation. Firstly, acquiring knowledge using machine learning typically requires structured and classified data and/or cases, and lots of them. Secondly, manual acquisition of knowledge requires human expertise. Both approaches seem impractical when it comes to innovation knowledge. While innovation is recognized as a vital part of sustainability within organizations, there is little assistance with how we can acquire, reuse or share the innovation knowledge that may exist. We suggest a technique and present preliminary results of an evaluation study using this approach.

KW - innovation knowledge

KW - knowledge acquisition

UR - http://www.scopus.com/inward/record.url?scp=85025117278&partnerID=8YFLogxK

M3 - Conference proceeding contribution

SN - 9783540689553

VL - 4303 LNAI

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 252

EP - 257

BT - Advances in Knowledge Acquisition and Management

A2 - Hoffmann, Achim

A2 - Kang, Byeong-ho

A2 - Richards, Debbie

A2 - Tsumoto, S

PB - Springer, Springer Nature

CY - Berlin, Germany

T2 - Pacific Rim Knowledge Acquisition Workshop

Y2 - 7 August 2006 through 8 August 2006

ER -

Busch P , Richards D. Acquiring innovation knowledge. In Hoffmann A, Kang B, Richards D, Tsumoto S, editors, Advances in Knowledge Acquisition and Management : Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Revised Selected Papers. Vol. 4303 LNAI. Berlin, Germany: Springer, Springer Nature. 2006. p. 252-257. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

Acquiring innovation knowledge

Abstract

Publication series

Conference

Keywords

Other files and links

Fingerprint

Cite this